SAI Groups

No Special Camera or Network Needs

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Most visual AI solutions require retailers to invest in high‑resolution CCTV cameras, upgraded network switches, and specialized cabling—creating high upfront costs and operational disruption. SAI visual AI platform takes a fundamentally different approach. It is designed to work effectively with existing retail IT infrastructure, including legacy analog cameras and standard 2 MP IP cameras, even when video feeds are limited to ~1 MP resolution, without requiring any special networking equipment or infrastructure changes.

By eliminating hardware dependencies, the platform enables retailers to deploy visual AI rapidly, cost‑effectively, and at scale—without store downtime or capital‑intensive upgrades.

Why retail stores do not want to change their IT hardware

Retailers consistently resist IT infrastructure changes due to several practical constraints:

  • •High capital expenditure with uncertain ROI: Replacing cameras, cabling, switches, and storage across large store networks requires significant investment, often unjustified when the primary goal is analytics rather than surveillance.
  • •Operational disruption: Hardware upgrades involve store closures or after‑hours work, re‑cabling, and network reconfiguration, all of which increase operational risk in live retail environments.
  • •Long refresh cycles: CCTV and network hardware typically follow 5–7 year upgrade cycles (for some retailers this takes even longer) and existing systems are often still functional and compliant.
  • •Store‑level network constraints: Many stores operate on limited bandwidth or legacy routers, making high‑resolution video impractical without impacting POS or inventory systems.
  • •IT and security approvals: Introducing new hardware increases compliance reviews and slows down deployments.

How SAI platform works with existing hardware

Optimized for Legacy and Standard Cameras

The platform is engineered to extract reliable insights from low‑to‑medium resolution video feeds, including:

  • •Analog cameras
  • •Standard 2 MP IP cameras
  • •Streams operating at ~1 MP resolution

The visual AI platform’s AI models are trained to handle real‑world retail conditions such as variable lighting, occlusions, and sub‑optimal camera angles commonly found in existing installations.

No specialized network equipment required

Unlike many visual AI solutions, the SAI platform does not require special switches, routers or specific network cabling. It integrates directly with the retailer’s existing LAN/WAN infrastructure, minimizing IT involvement and complexity.

Bandwidth‑efficient and flexible

The platform is designed for efficient video processing, ensuring it does not overload store networks or interfere with mission‑critical systems. It supports centralized, hybrid, and VMS‑integrated deployment models, adapting to existing store architectures rather than forcing change.

Cost savings

Elimination of capital expenditure

Retailers avoid the cost of new cameras, switches, routers, and storage systems, significantly reducing upfront investment and total cost of ownership.

Reduced deployment and rollout costs

With no physical installation or network redesign, deployment is fast and repeatable across locations, lowering rollout effort and associated labor costs.

Lower IT and compliance overhead

By working within existing infrastructure, the platform reduces IT coordination, security reviews, and the risk of introducing new points of failure.

Better ROI from existing assets

The platform converts existing CCTV systems from passive recording tools into active intelligence assets, maximizing the value of existing technical infrastructure.

Benefits of using the SAI visual AI platform

  • •Zero hardware upgrade costs
  • •Faster time to value, with deployments measured in weeks, not months
  • •Scalable across diverse store formats and networks
  • •Lower operational and IT risk by avoiding infrastructure changes
  • •Future‑proof: Automatically benefits from improved camera quality when upgrades occur, without re‑implementation

FAQ

Do we need to replace our existing CCTV cameras?

No. The platform is designed to work with existing analog and 2 MP IP cameras, even at ~1 MP resolution.

Is any special networking hardware required?

No. The platform works with standard retail network infrastructure and does not require special switches or routers.

Will the platform impact store network performance?

No. It is optimized for bandwidth efficiency and coexists with POS and inventory systems.

Can it integrate with existing VMS systems?

Yes. The platform integrates with common VMS solutions and uses existing video streams.

What if we upgrade cameras in the future?

The platform automatically benefits from higher video quality without reconfiguration or additional investment.